Why it matters

Risk register shapes prioritization. Understanding shapes governance.

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The architecture

Enumerate AI risks (bias, injection, hallucination, cost, IP, etc.).

Severity + likelihood.

Mitigations + owner.

Review cadence.

AI risk register structureEnumerate risksAI-specific + genericScore severity + likelihoodpriorityMitigations + owneraction itemsIntegrate with enterprise risk framework; AI-specific risks + generic IT risks
AI risk register.
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How it works end to end

Standard risk mgmt frameworks apply.

AI-specific risks: hallucination, bias, injection, model theft.

Regular reviews.